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Computer Vision

By Prof. Jayanta Mukhopadhyay   |   IIT Kharagpur
Learners enrolled: 1109
The course will have a comprehensive coverage of theory and computation related to imaging geometry, and scene understanding. It will also provide exposure to clustering, classification and deep learning techniques applied in this area.

INTENDED AUDIENCE: Computer Science and Engineering, Electronics Engineering, Electrical Engineering PRE-REQUISITES: Liner Algebra, Vector Calculus, Data Structures and Programming

Summary
Course Status : Upcoming
Course Type : Elective
Duration : 12 weeks
Start Date : 26 Jul 2021
End Date : 15 Oct 2021
Exam Date : 23 Oct 2021
Enrollment Ends : 02 Aug 2021
Category :
  • Computer Science and Engineering
  • Artificial Intelligence
  • Data Science
Credit Points : 3
Level : Undergraduate



Course layout

Week 1:    Fundamentals of Image processing                 
Week 2:    2-D Projective Geometry, homography,  and Properties of homography  
Week 3:    Camera geometry
Week 4:    Stereo geometry
Week 5:    Stereo geometry
Week 6:    Feature detection and description
Week 7:    Feature matching and model fitting
Week 8:    Color processing      
Week 9:    Range image processing
Week 10:  Clustering and classification
Week 11:  Dimensionality reduction and sparse representation   
Week 12:  Deep neural architecture and applications

Books and references

1.Multiple View Geometry in Computer Vision: R. Hartley and A. Zisserman, Cambridge University Press. 2.Computer Vision: Algorithms & Applications, R. Szeleski, Springer. 3.Computer vision: A modern approach: Forsyth and Ponce, Pearson.

Instructor bio

Prof. Jayanta Mukhopadhyay

IIT Kharagpur
Prof. Jayanta Mukhopadhyay, Professor in Computer Science and Engineering, IIT Kharagpur, and engaged in teaching and research in this area for about 30 years.

Course certificate

The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centres.
The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
Date and Time of Exams: 23 October 2021 Morning session 9am to 12 noon; Afternoon Session 2pm to 5pm.
Registration url: Announcements will be made when the registration form is open for registrations.
The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.

CRITERIA TO GET A CERTIFICATE

Average assignment score = 25% of average of best 8 assignments out of the total 12 assignments given in the course.
Exam score = 75% of the proctored certification exam score out of 100

Final score = Average assignment score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

Certificate will have your name, photograph and the score in the final exam with the breakup.It will have the logos of NPTEL and IIT Kharagpur .It will be e-verifiable at nptel.ac.in/noc.

Only the e-certificate will be made available. Hard copies will not be dispatched.

Once again, thanks for your interest in our online courses and certification. Happy learning.

- NPTEL team


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